Dubai Electricity and Water Authority's (Dewa) research centre has innovated an advanced, smart facility to simulate various leakage cases of water transmission pipelines.
The facility includes smart transmission pipes equipped with sensors to monitor hydraulic indicators, collect data on water pressure, flow and temperature, and control an IoT platform that stores data.
This data is used to train Machine Learning models to detect leakage events.
According to Dewa, this allows evaluation, development and testing of new leak detection techniques. The centre developed the facility using software and hardware, based on the concept of the Internet of Things (IoT), which allows for complete remote monitoring and control of the facility.
The facility includes smart transmission pipes equipped with sensors to monitor hydraulic indicators, collect data on water pressure, flow and temperature, and control an IoT platform that stores data.
This data is used to train Machine Learning models to detect leakage events. Based on experimental data using the facility, the developed algorithm was able to identify leakage events with 94.4% accuracy.
Further experimentation is ongoing to improve algorithms for leak detection in water transmission pipelines and test sensors.
Saeed Mohammed Al Tayer, the Managing Director and CEO of Dewa, said the new facility strengthens its leadership and global excellence in reducing losses in water networks.
Al Tayer affirmed the role of the R&D Centre in developing Dewa’s smart grid and the disruptive technologies of the Fourth Industrial Revolution to provide world-class services that enhance the quality of life in Dubai and maintain the organization’s position at the forefront of global utilities.
"Dewa adopts the latest technologies in the generation, transmission and distribution of electricity and water networks. It applies the best global practices in all its projects to raise production and operational efficiency," remarked Al Tayer.
"Dewa has made significant achievements in developing its water network to enhance its efficiency and reliability as well as raise the amount of water flow to keep pace with the prosperity of Dubai, and provide its services to more than one million customers according to the highest standards of quality, availability, reliability, and efficiency.
Dewa’s results surpass major European and American utilities in several key performance indicators.
Line losses from electricity transmission and distribution networks were reduced to 2.2% compared to around 6-7% in Europe and the US. Water transmission and distribution network losses were also reduced to 4.5% compared to about 15% in North America.”
"Dewa has achieved a new world record in electricity Customer Minutes Lost (CML) per year. Dubai recorded 1.19 minutes per customer, compared to around 15 minutes recorded by leading utility companies in the European Union," stated Al Tayer.
Executive Vice President (Business Support and Excellence) Waleed Bin Salman said: Co-operation between the R&D Centre and the various divisions of Dewa helps to test technologies, patents and programmes developed by the centre, and to identify aspects that need to be improved to achieve further positive results."
"The innovations are also being tested in various labs at the centre, such as the labs for solar energy, IoT, Robotics and drones, advanced materials and characterization and additive manufacturing," he added.
